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Running Spot GPU Workloads on EKS the Right Way
AI, AWS, Data, EKS, Kubernetes

Running Spot GPU Workloads on EKS the Right Way

GPU workloads are where AWS bills go to get absolutely unhinged. The moment you introduce training jobs, batch inference, or anything remotely

5 min read
Proactive AWS Cost Management: Charting a New Path Forward
AWS, Business

Proactive AWS Cost Management: Charting a New Path Forward

Traditional cost management practices have long underpinned business operations. Yet, as market conditions evolve and financial pressures mount, relying solely on reactive

4 min read
Turning Cloud Efficiency into a Strategic Investment
AWS, Business

Turning Cloud Efficiency into a Strategic Investment

Successful business leaders must make every dollar count. Rather than viewing AWS costs as fixed expenses, smart organizations transform them into growth

4 min read
Compute Savings Plan vs EC2 Reserved Instances
AWS, EC2

Compute Savings Plan vs EC2 Reserved Instances

When you dive into AWS cost optimization, the promise of deep discounts from reserved instances can look enticing at first. However, while

2 min read
AWS OpenSearch vs. ElasticSearch on EKS: Which One’s Right for Your Team?
AWS, Data, Machine Learning

AWS OpenSearch vs. ElasticSearch on EKS: Which One’s Right for Your Team?

When you have a large volume of data, it’s essential to have a search engine that not only finds what you need

4 min read
Slash Machine Learning Costs with SageMaker Spot Instances
AWS, Data, Machine Learning

Slash Machine Learning Costs with SageMaker Spot Instances

Deep learning models deliver exceptional performance, but managing their compute costs on AWS SageMaker can be challenging. You might have seen unexpectedly

3 min read
Thin-Provisioned EBS Volumes: Reduce Your EKS Storage Costs
AWS, EC2, EKS

Thin-Provisioned EBS Volumes: Reduce Your EKS Storage Costs

Managing storage costs on AWS can feel like juggling fire because one misstep may result in high fees. Thin provisioning offers a

5 min read
AWS Lambda vs Fission on EKS: A Clear Comparison
AWS, EKS, Kubernetes, Lambda

AWS Lambda vs Fission on EKS: A Clear Comparison

In this post we explore the real differences between AWS Lambda vs Fission on EKS. We keep things simple and straightforward because

6 min read
Query Cold Data With Athena Directly From S3 (No Redshift!)
AWS, Data

Query Cold Data With Athena Directly From S3 (No Redshift!)

Cold data refers to records or files in your Amazon S3 bucket that you rarely use. It resembles a pair of jeans

4 min read
Cut Data Transfer Costs with VPC Endpoints on AWS
AWS, Networking

Cut Data Transfer Costs with VPC Endpoints on AWS

When managing a cloud infrastructure on AWS, data transfer can be one of the most overlooked cost factors. High-data services such as

5 min read
Autoscaling Based on Business Hours: Getting Ahead of Traffic
AWS, EC2

Autoscaling Based on Business Hours: Getting Ahead of Traffic

In the world of cloud computing, most autoscaling reacts only after CPU or memory thresholds are hit. Instead of waiting until your

4 min read
Why Your Business Needs AWS Budgets and Cost Anomaly Detection
AWS, Billing

Why Your Business Needs AWS Budgets and Cost Anomaly Detection

When managing cloud costs, every dollar matters. AWS provides two powerful tools that work together to help you control your expenses: AWS

4 min read
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  • self hosted vs aws llm ai
    Self-Hosting LLMs on AWS vs Managed APIs for SaaS
    by Michael
    February 2, 2026
  • eks spot gpu instances
    Running Spot GPU Workloads on EKS the Right Way
    by Michael
    February 2, 2026
  • AI Cost Optimization (Reprocessing)
    AI Cost Optimization Starts With Reducing Reprocessing
    by Michael
    January 19, 2026
  • ai model cost optimization
    The Hidden Cost of “One Model for Everything”
    by Michael
    January 15, 2026
  • Spend Shrink - Our Story
    Why Even AWS Experts Need Better Cost Visibility Tools Than AWS Provides
    by Michael
    March 28, 2025
  • aws spend management tool
    Why You Need Dedicated AWS Spend Management Tools
    by Michael
    February 17, 2025
  • proactive aws cost management
    Proactive AWS Cost Management: Charting a New Path Forward
    by Michael
    February 17, 2025
  • Cloud Efficiency - Turn Waste Into Growth
    Turning Cloud Efficiency into a Strategic Investment
    by Michael
    February 17, 2025

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